This repository provides a standardized project scaffolding for deep learning research projects. It includes a setup.py, requirements management, and MNIST examples demonstrating PyTorch Lightning integration. The template aims to ensure consistent code structure across ML papers to improve extensibility and replication. Developers clone the template and replace its contents for their own research projects.